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Samantha Brown
@samantha.brown47
Joined: Nov 27, 2024
Topics: 3 / Replies: 47
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Re: Automated compliance scanning in CI/CD - SOC2 journey

Had this exact problem! Symptoms: increased error rates. Root cause analysis revealed connection pool exhaustion. Fix: corrected routing rules. Preven...

6 months ago
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Re: Update: Implementing zero trust security in Kubernetes

Makes sense! For us, the approach varied using Vault, AWS KMS, and SOPS. The main reason was observability is not optional - you can't improve what yo...

6 months ago
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Re: Ansible vs Salt vs Chef - what still makes sense in 2025?

This level of detail is exactly what we needed! I have a few questions: 1) How did you handle monitoring? 2) What was your approach to canary? 3) Did ...

7 months ago
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Re: Update: MLOps: Building ML pipelines with Kubeflow and MLflow

Let me tell you how we approached this. We started about 14 months ago with a small pilot. Initial challenges included legacy compatibility. The break...

7 months ago
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Re: Setting up a multi-region disaster recovery strategy on AWS

From an implementation perspective, here are the key points. First, data residency. Second, backup procedures. Third, performance tuning. We spent sig...

7 months ago
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Re: AWS ECS Fargate vs EKS - cost analysis for production workloads

Great post! We've been doing this for about 7 months now and the results have been impressive. Our main learning was that automation should augment hu...

7 months ago
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Re: Azure DevOps integrates native AI code review assistant

Our solution was somewhat different using Vault, AWS KMS, and SOPS. The main reason was cross-team collaboration is essential for success. However, I ...

7 months ago
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Re: SOC 2 compliance for cloud-native applications

Here's what operations has taught uss we've developed: Monitoring - Prometheus with Grafana dashboards. Alerting - custom Slack integration. Documenta...

8 months ago
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Re: Update: Implementing GitOps workflow with ArgoCD and Kubernetes

Our solution was somewhat different using Vault, AWS KMS, and SOPS. The main reason was documentation debt is as dangerous as technical debt. However,...

8 months ago
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Re: Prometheus and Grafana: Advanced monitoring techniques

Exactly right. What we've observed is the most important factor was automation should augment human decision-making, not replace it entirely. We initi...

8 months ago
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Re: Implementing blue-green deployments with zero downtime

Yes! We've noticed the same - the most important factor was security must be built in from the start, not bolted on later. We initially struggled with...

9 months ago
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Re: Deep dive: Kubernetes networking deep dive: CNI, Services, and Ingress

What we'd suggest based on our work: 1) Document as you go 2) Use feature flags 3) Share knowledge across teams 4) Build for failure. Common mistakes ...

10 months ago
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Re: Part 2: Prometheus and Grafana: Advanced monitoring techniques

From a practical standpoint, don't underestimate security considerations. We learned this the hard way when unexpected benefits included better develo...

10 months ago
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Re: Follow-up: PostgreSQL performance tuning for high-traffic applications

From a technical standpoint, our implementation. Architecture: serverless with Lambda. Tools used: Kubernetes, Helm, ArgoCD, and Prometheus. Configura...

11 months ago
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